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Horvath KJ, Lammert S, Erickson D, Amico KR, Talan AJ, Shalhav O, Sun CJ, Rendina HJ. A Web-Based Antiretroviral Therapy Adherence Intervention (Thrive With Me) in a Community-Recruited Sample of Sexual Minority Men Living With HIV: Results of a Randomized Controlled Study. J Med Internet Res 2024; 26:e53819. [PMID: 39348677 PMCID: PMC11474139 DOI: 10.2196/53819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 06/27/2024] [Accepted: 07/24/2024] [Indexed: 10/02/2024] Open
Abstract
BACKGROUND Most new HIV infections are attributed to male-to-male sexual contact in the United States. However, only two-thirds of sexual minority men living with HIV achieve an undetectable viral load (UVL). We tested a web-based antiretroviral therapy adherence intervention called Thrive with Me (TWM) with core features that included medication self-monitoring and feedback, HIV and antiretroviral therapy information, and a peer-to-peer exchange. OBJECTIVE We assessed the efficacy of TWM on HIV UVL among adult (aged ≥18 years) sexual minority men. Moreover, we assessed the impact of overall engagement and engagement with specific intervention features on HIV UVL. METHODS In total, 401 sexual minority men (mean age 39.1, SD 10.8 y; 230/384, 59.9% African American) in New York City were recruited between October 2016 and December 2019 and randomized to receive TWM (intervention) or a weekly email newsletter (control) for 5 months. Computerized assessments occurred at baseline and months 5, 11, and 17. The primary outcome was a dichotomous measure of HIV UVL (≤20 copies/μL). Generalized estimating equations with robust SEs were used to assess the effect of the TWM intervention on HIV UVL over the follow-up period in an unadjusted model and a model adjusted for baseline differences and then stratified by baseline recent drug use urinalysis. In secondary analyses, generalized linear models were used to estimate risk differences in the association of overall engagement with TWM (the sum of the number of days participants accessed ≥1 screen of the TWM intervention out of a possible 150 days) and engagement with specific TWM components on HIV UVL throughout the 17-month intervention period. RESULTS Participant retention was 88.5% (355/401; month 5), 81.8% (328/401; month 11), and 80.3% (322/401; month 17). No consistent differences in HIV UVL were found between those randomized to receive TWM or the control at the 5- (difference-in-differences [DD]=-7.8, 95% CI -21.1 to 5.5), 11- (DD=-13.9, 95% CI -27.7 to 0.04), or 17-month (DD=-8.2, 95% CI -22.0 to 5.7) time points, or when stratified by baseline recent drug use. However, those TWM-assigned participants with high overall levels of engagement (in the upper 25th percentile) were more likely to have an HIV UVL at the end of the 5-month active intervention period compared to those with low engagement (below the 75th percentile; risk difference=17.8, 95% CI 2.5-33.0) or no engagement (risk difference=19.4, 95% CI 3.3-35.5) in the intervention. Moreover, high engagement with the peer-to-peer exchange was associated with HIV UVL over time in unadjusted models. CONCLUSIONS TWM did not have overall impacts on HIV UVL; however, it may assist some sexual minority men who are highly engaged with this web-based intervention in achieving HIV viral suppression. TRIAL REGISTRATION ClinicalTrials.gov NCT02704208; https://clinicaltrials.gov/study/NCT02704208.
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Affiliation(s)
- Keith J Horvath
- Department of Psychology, San Diego State University, San Deigo, CA, United States
| | - Sara Lammert
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, United States
| | - Darin Erickson
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, United States
| | - K Rivet Amico
- Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, MI, United States
| | - Ali J Talan
- Whitman-Walker Institute, Washington, DC, MD, United States
| | - Ore Shalhav
- City University of New York - Hunter College, New York City, NY, United States
| | - Christina J Sun
- College of Nursing, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - H Jonathon Rendina
- Department of Epidemiology, Milken Institute School of Public Health, George Washington University, Washington DC, MD, United States
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Eaton C, Vallejo N, McDonald X, Wu J, Rodríguez R, Muthusamy N, Mathioudakis N, Riekert KA. User Engagement With mHealth Interventions to Promote Treatment Adherence and Self-Management in People With Chronic Health Conditions: Systematic Review. J Med Internet Res 2024; 26:e50508. [PMID: 39316431 PMCID: PMC11462107 DOI: 10.2196/50508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 02/27/2024] [Accepted: 07/29/2024] [Indexed: 09/25/2024] Open
Abstract
BACKGROUND There are numerous mobile health (mHealth) interventions for treatment adherence and self-management; yet, little is known about user engagement or interaction with these technologies. OBJECTIVE This systematic review aimed to answer the following questions: (1) How is user engagement defined and measured in studies of mHealth interventions to promote adherence to prescribed medical or health regimens or self-management among people living with a health condition? (2) To what degree are patients engaging with these mHealth interventions? (3) What is the association between user engagement with mHealth interventions and adherence or self-management outcomes? (4) How often is user engagement a research end point? METHODS Scientific database (Ovid MEDLINE, Embase, Web of Science, PsycINFO, and CINAHL) search results (2016-2021) were screened for inclusion and exclusion criteria. Data were extracted in a standardized electronic form. No risk-of-bias assessment was conducted because this review aimed to characterize user engagement measurement rather than certainty in primary study results. The results were synthesized descriptively and thematically. RESULTS A total of 292 studies were included for data extraction. The median number of participants per study was 77 (IQR 34-164). Most of the mHealth interventions were evaluated in nonrandomized studies (157/292, 53.8%), involved people with diabetes (51/292, 17.5%), targeted medication adherence (98/292, 33.6%), and comprised apps (220/292, 75.3%). The principal findings were as follows: (1) >60 unique terms were used to define user engagement; "use" (102/292, 34.9%) and "engagement" (94/292, 32.2%) were the most common; (2) a total of 11 distinct user engagement measurement approaches were identified; the use of objective user log-in data from an app or web portal (160/292, 54.8%) was the most common; (3) although engagement was inconsistently evaluated, most of the studies (99/195, 50.8%) reported >1 level of engagement due to the use of multiple measurement methods or analyses, decreased engagement across time (76/99, 77%), and results and conclusions suggesting that higher engagement was associated with positive adherence or self-management (60/103, 58.3%); and (4) user engagement was a research end point in only 19.2% (56/292) of the studies. CONCLUSIONS The results revealed major limitations in the literature reviewed, including significant variability in how user engagement is defined, a tendency to rely on user log-in data over other measurements, and critical gaps in how user engagement is evaluated (infrequently evaluated over time or in relation to adherence or self-management outcomes and rarely considered a research end point). Recommendations are outlined in response to our findings with the goal of improving research rigor in this area. TRIAL REGISTRATION PROSPERO International Prospective Register of Systematic Reviews CRD42022289693; https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42022289693.
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Affiliation(s)
- Cyd Eaton
- Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Natalie Vallejo
- Johns Hopkins School of Medicine, Baltimore, MD, United States
| | | | - Jasmine Wu
- Johns Hopkins School of Medicine, Baltimore, MD, United States
| | - Rosa Rodríguez
- Johns Hopkins School of Medicine, Baltimore, MD, United States
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Choi SK, Muessig KE, Hightow-Weidman LB, Bauermeister JA. Paradata: Measuring Engagement in Digital HIV Interventions for Sexual and Gender Minorities. Curr HIV/AIDS Rep 2023; 20:487-501. [PMID: 37930613 DOI: 10.1007/s11904-023-00679-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/23/2023] [Indexed: 11/07/2023]
Abstract
PURPOSE OF REVIEW The goal of this review was to examine online engagement using paradata (i.e., intervention usage metrics) as part of the reporting of online behavioral HIV prevention and care interventions' findings. We underscore the importance of these data in examining intervention engagement and effectiveness. RECENT FINDINGS We focused on studies indexed in PubMed and published between April 1, 2017, and June 30, 2023, that reported the development and testing of online behavioral interventions for HIV prevention and/or care. Of the 689 extracted citations, 19 met the study criteria and provided engagement data - only six studies tested the association between engagement and intervention outcomes. Of these, four studies found a positive association between participants' engagement and improvements in HIV-related outcomes. Increasing attention is being paid to the collection and reporting of paradata within HIV online behavioral interventions. While the current evidence suggests a dose-response relationship due to user engagement on HIV outcomes, greater efforts to systematically collect, report, and analyze paradata are warranted.
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Affiliation(s)
- Seul Ki Choi
- Department of Family and Community Health, School of Nursing, University of Pennsylvania, 418 Curie Blvd, Suite 402, Philadelphia, PA, USA
| | - Kathryn E Muessig
- Institute On Digital Health and Innovation, College of Nursing, Florida State University, Tallahassee, FL, USA
| | - Lisa B Hightow-Weidman
- Institute On Digital Health and Innovation, College of Nursing, Florida State University, Tallahassee, FL, USA
| | - José A Bauermeister
- Department of Family and Community Health, School of Nursing, University of Pennsylvania, 418 Curie Blvd, Suite 402, Philadelphia, PA, USA.
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Che Pa MF, Makmor-Bakry M, Islahudin F. Digital Health in Enhancing Antiretroviral Therapy Adherence: A Systematic Review and Meta-Analysis. AIDS Patient Care STDS 2023; 37:507-516. [PMID: 37956244 DOI: 10.1089/apc.2023.0170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2023] Open
Abstract
Adherence to antiretroviral therapy (ART) is essential in determining successful treatment of human immunodeficiency virus (HIV). The adoption of digital health is suggested to improve ART adherence among people living with HIV (PLHIV). This study aimed to systematically determine the effect of digital health in enhancing ART adherence among PLHIV from published studies. The systematic search was conducted on Scopus, Web of Science (WoS), PubMed, Ovid, EBSCOHost, and Google Scholar databases up to June 2022. Studies utilized any digital health as an intervention for ART adherence enhancement and ART adherence status as study's outcome was included. Digital health refers to the use of information and communication technologies to improve health. Quality assessment and data analysis were carried out using Review Manager (RevMan) version 5.4. A random-effects model computed the pooled odds ratio between intervention and control groups. The search produced a total of 1864 articles. Eleven articles were eligible for analysis. Digital health was used as follows: six studies used short message service or text message alone, three studies used mobile applications, and two studies used combination method. Four studies showed statistically significant impacts of digital health on ART adherence, while seven studies reported insignificant results. Results showed studies conducted using combination approach of digital health produced more promising outcome in ART adherence compared to single approach. New innovative in combination ways is required to address potential benefits of digital health in promoting ART adherence among PLHIV.
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Affiliation(s)
- Mohd Farizh Che Pa
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
- Department of Pharmacy, Hospital Tuanku Ja'afar, Seremban, Malaysia
| | - Mohd Makmor-Bakry
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
- Faculty of Pharmacy, Universitas Airlangga, Surabaya, Indonesia
| | - Farida Islahudin
- Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
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Daniels J, Peters RPH, Portle S, Mashabela N, Struthers H, Radebe O, Nel D, Medina-Marino A, Bongo C, Stephenson R. Developing the Speaking Out and Allying Relationships Intervention on Videoconference for HIV-Positive GBMSM in Eastern Cape, South Africa. Am J Mens Health 2023; 17:15579883231197355. [PMID: 37675590 PMCID: PMC10486223 DOI: 10.1177/15579883231197355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 08/01/2023] [Accepted: 08/09/2023] [Indexed: 09/08/2023] Open
Abstract
In South Africa, HIV prevalence for gay, bisexual, and men who have sex with men (GBMSM) is as high as 49.5%, yet only 25.7% are taking treatment, resulting in transmission risk between partners and the need for dyadic interventions for men in relationships. Through our preliminary research, we identified the evidence-based intervention Healthy Relationships (HR)-an HIV risk assessment and status disclosure intervention for those in relationships-to be tailored into videoconference format for partnered HIV-positive GBMSM in South Africa. The HR adaptation, called SOAR (Speaking Out & Allying Relationships), applied a human-centered design approach. In-depth interviews were conducted with HIV-positive GBMSM (N = 15) to refine intervention preferences with results used to establish a beta SOAR. A trained interventionist conducted SOAR functionality (n = 6) and usability (n = 7) tests with separate invited groups composed of the original participants interviewed. Field logs, focus group discussions, and a study-specific preference survey were administered. Thematic analysis and descriptive statistics were completed with a convergent analytical approach used to understand usability. Overall experience of GBMSM in SOAR was good (69%) or excellent (31%). More than half of the participants (61%) rated using videoconferencing for SOAR as good, with 38% rating it as fair. All participants stated that SOAR was understandable and satisfactory with willingness to recommend it to other GBMSM. This adaptation approach was effective, and the resultant SOAR intervention has the potential to improve individual coping and HIV communication skills with partners to engage with biomedical prevention and in turn support GBMSM couples.
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Affiliation(s)
- Joseph Daniels
- Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ, USA
| | - Remco P. H. Peters
- Foundation for Professional Development, East London, South Africa
- Division of Medical Microbiology, University of Cape Town, Cape Town, South Africa
| | - Sarah Portle
- Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ, USA
| | | | | | | | - Dawie Nel
- Engage Men’s Health, East London, South Africa
| | - Andrew Medina-Marino
- Desmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Cikizwa Bongo
- Foundation for Professional Development, East London, South Africa
| | - Rob Stephenson
- School of Nursing, University of Michigan, Ann Arbor, MI, USA
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Schaab BL, Remor E. Development, feasibility testing and perceived benefits of a new app to help with adherence to antiretroviral therapy in people living with HIV in Brazil. Pilot Feasibility Stud 2023; 9:130. [PMID: 37496084 PMCID: PMC10369752 DOI: 10.1186/s40814-023-01370-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 07/18/2023] [Indexed: 07/28/2023] Open
Abstract
BACKGROUND Despite the availability of antiretroviral therapy (ART) in many countries, people living with HIV still experience difficulties with treatment. We propose a new smartphone mobile application to assist in adherence to ART. This study aimed to describe this new mobile application's development (content construction and usability), feasibility testing (recruitment, retention rates [attendance], satisfaction) and primary perceived benefits. METHODS Two consecutive studies were conducted. First, people living with HIV, health care workers and experts in information technology provided feedback to improve the content and usability of the app. After changes in the app were implemented according to the feedback, a second study was performed to assess the feasibility and perceived benefits. Effects on self-reported adherence and perceived well-being were also assessed. RESULTS Scores of participants (N = 11) showed differences in adherence (effect size .43) and well-being (effect size .45) after using the app. However, the differences did not reach statistical significance. Observing scores individually, six out of 11 participants improved their overall adherence scores, and seven out of 11 participants improved their perceived well-being scores. Recruitment was 95%, and attendance at sessions was 62.5%. In general, the participants were satisfied with the intervention and viewed the app as an informative tool. CONCLUSION The results are promising and allow us to recommend further studies with the app.
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Affiliation(s)
- Bruno Luis Schaab
- Institute of Psychology, Universidade Federal Do Rio Grande Do Sul, Rua Ramiro Barcelos, 2600, Porto Alegre, RS. 90035003, Brazil
| | - Eduardo Remor
- Institute of Psychology, Universidade Federal Do Rio Grande Do Sul, Rua Ramiro Barcelos, 2600, Porto Alegre, RS. 90035003, Brazil.
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Shrestha R, Altice FL, Khati A, Azwa I, Gautam K, Gupta S, Sullivan PS, Ni Z, Kamarulzaman A, Phiphatkunarnon P, Wickersham JA. Clinic-Integrated Smartphone App (JomPrEP) to Improve Uptake of HIV Testing and Pre-exposure Prophylaxis Among Men Who Have Sex With Men in Malaysia: Mixed Methods Evaluation of Usability and Acceptability. JMIR Mhealth Uhealth 2023; 11:e44468. [PMID: 36795465 PMCID: PMC9982718 DOI: 10.2196/44468] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 12/15/2022] [Accepted: 01/25/2023] [Indexed: 02/17/2023] Open
Abstract
BACKGROUND HIV disproportionately affects men who have sex with men (MSM). In Malaysia, where stigma and discrimination toward MSM are high, including in health care settings, mobile health (mHealth) platforms have the potential to open new frontiers in HIV prevention. OBJECTIVE We developed an innovative, clinic-integrated smartphone app called JomPrEP, which provides a virtual platform for Malaysian MSM to engage in HIV prevention services. In collaboration with the local clinics in Malaysia, JomPrEP offers a range of HIV prevention (ie, HIV testing and pre-exposure prophylaxis [PrEP]) and other support services (eg, referral to mental health support) without having to interface face to face with clinicians. This study evaluated the usability and acceptability of JomPrEP to deliver HIV prevention services for MSM in Malaysia. METHODS In total, 50 PrEP-naive MSM without HIV in Greater Kuala Lumpur, Malaysia, were recruited between March and April 2022. Participants used JomPrEP for a month and completed a postuse survey. The usability of the app and its features were assessed using self-report and objective measures (eg, app analytics, clinic dashboard). Acceptability was evaluated using the System Usability Scale (SUS). RESULTS The participants' mean age was 27.9 (SD 5.3) years. Participants used JomPrEP for an average of 8 (SD 5.0) times during 30 days of testing, with each session lasting an average of 28 (SD 38.9) minutes. Of the 50 participants, 42 (84%) ordered an HIV self-testing (HIVST) kit using the app, of whom 18 (42%) ordered an HIVST more than once. Almost all participants (46/50, 92%) initiated PrEP using the app (same-day PrEP initiation: 30/46, 65%); of these, 16/46 (35%) participants chose PrEP e-consultation via the app (vs in-person consultation). Regarding PrEP dispensing, 18/46 (39%) participants chose to receive their PrEP via mail delivery (vs pharmacy pickup). The app was rated as having high acceptability with a mean score of 73.8 (SD 10.1) on the SUS. CONCLUSIONS JomPrEP was found to be a highly feasible and acceptable tool for MSM in Malaysia to access HIV prevention services quickly and conveniently. A broader, randomized controlled trial is warranted to evaluate its efficacy on HIV prevention outcomes among MSM in Malaysia. TRIAL REGISTRATION ClinicalTrials.gov NCT05052411; https://clinicaltrials.gov/ct2/show/NCT05052411. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/43318.
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Affiliation(s)
- Roman Shrestha
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT, United States
- AIDS Program, Yale School of Medicine, New Haven, CT, United States
| | | | - Antoine Khati
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT, United States
| | - Iskandar Azwa
- Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Kamal Gautam
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT, United States
| | - Sana Gupta
- Department of Allied Health Sciences, University of Connecticut, Storrs, CT, United States
| | - Patrick Sean Sullivan
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, United States
| | - Zhao Ni
- Yale School of Nursing, West Haven, CT, United States
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Eysenbach G, Kennedy CE, Minamitani A, Baggaley R, Shah P, Verster A, Luhmann N, de Mello MB, Macdonald V. Web-Based Service Provision of HIV, Viral Hepatitis, and Sexually Transmitted Infection Prevention, Testing, Linkage, and Treatment for Key Populations: Systematic Review and Meta-analysis. J Med Internet Res 2022; 24:e40150. [PMID: 36548036 PMCID: PMC9816952 DOI: 10.2196/40150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 09/30/2022] [Accepted: 10/20/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Despite the growth of web-based interventions for HIV, viral hepatitis (VH), and sexually transmitted infections (STIs) for key populations, the evidence for the effectiveness of these interventions has not been reported. OBJECTIVE This study aimed to inform the World Health Organization guidelines for HIV, VH, and STI prevention, diagnosis, and treatment services for key populations by systematically reviewing the effectiveness, values and preferences, and costs of web-based outreach, web-based case management, and targeted web-based health information for key populations (men who have sex with men, sex workers, people who inject drugs, trans and gender-diverse people, and people in prisons and other closed settings). METHODS We searched CINAHL, PsycINFO, PubMed, and Embase in May 2021 for peer-reviewed studies; screened abstracts; and extracted data in duplicate. The effectiveness review included randomized controlled trials (RCTs) and observational studies. We assessed the risk of bias using the Cochrane Collaboration tool for RCTs and the Evidence Project and Risk of Bias in Non-randomized Studies of Interventions tools for non-RCTs. Values and preferences and cost data were summarized descriptively. RESULTS Of 2711 records identified, we included 13 (0.48%) articles in the effectiveness review (3/13, 23% for web-based outreach; 7/13, 54% for web-based case management; and 3/13, 23% for targeted web-based health information), 15 (0.55%) articles in the values and preferences review, and 1 (0.04%) article in the costs review. Nearly all studies were conducted among men who have sex with men in the United States. These articles provided evidence that web-based approaches are as effective as face-to-face services in terms of reaching new people, use of HIV, VH, and STI prevention services, and linkage to and retention in HIV care. A meta-analysis of 2 RCTs among men who have sex with men in China found increased HIV testing after web-based outreach (relative risk 1.39, 95% CI 1.21-1.60). Among men who have sex with men in the United States, such interventions were considered feasible and acceptable. One cost study among Canadian men who have sex with men found that syphilis testing campaign advertisements had the lowest cost-per-click ratio on hookup platforms compared with more traditional social media platforms. CONCLUSIONS Web-based services for HIV, VH, and STIs may be a feasible and acceptable approach to expanding services to key populations with similar outcomes as standard of care, but more research is needed in low-resource settings, among key populations other than men who have sex with men, and for infections other than HIV (ie, VH and STIs).
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Affiliation(s)
| | - Caitlin Elizabeth Kennedy
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Ayako Minamitani
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Rachel Baggaley
- Testing, Prevention and Population Unit, Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Purvi Shah
- Testing, Prevention and Population Unit, Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland.,Regional Support Team Asia Pacific, Joint United Nations Programme on HIV/AIDS, New Delhi, India
| | - Annette Verster
- Testing, Prevention and Population Unit, Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Niklas Luhmann
- Testing, Prevention and Population Unit, Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Maeve Brito de Mello
- Testing, Prevention and Population Unit, Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Virginia Macdonald
- Testing, Prevention and Population Unit, Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
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Developing an app-based self-management program for people living with HIV: a randomized controlled pilot study during the COVID-19 pandemic. Sci Rep 2022; 12:19401. [PMID: 36371442 PMCID: PMC9653395 DOI: 10.1038/s41598-022-19238-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 08/25/2022] [Indexed: 11/15/2022] Open
Abstract
People living with human immunodeficiency virus (PLWH) in Korea demonstrate insufficient self-management behaviors. Especially during pandemics such as COVID-19, technology-based self-management programs are needed to overcome time and space limitations. The purpose of this study was to evaluate the effects of a self-management program using a mobile app (Health Manager) on self-management outcomes among PLWH in Korea. A randomized controlled pilot trial was performed and participants were enrolled in the infectious outpatient clinic of a single hospital. The intervention group used the mobile app for 4 weeks, while the control group received self-management education materials in a portable document format. The online self-report questionnaire assessed primary outcomes including self-efficacy for self-management, self-management behaviors, and medication adherence, and secondary outcomes including perceived health status, depression, and perceived stigma. Thirty-three participants were randomly assigned to the intervention (n = 17) or the control group (n = 16). In the intention-to-treat analysis, self-efficacy for self-management and self-management behaviors increased, while perceived stigma decreased. The app-based self-management program could be considered a helpful strategy to improve self-management outcomes among PLWH and reduce their perceived stigma during the pandemic. Further studies with larger samples and longer follow-ups are needed.Trial registration: Clinical Research Information Service, KCT0004696 [04/02/2020].
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Skeen SJ, Jones SS, Cruse CM, Horvath KJ. Integrating Natural Language Processing and Interpretive Thematic Analyses to Gain Human-Centered Design Insights on HIV Mobile Health: Proof-of-Concept Analysis. JMIR Hum Factors 2022; 9:e37350. [PMID: 35862171 PMCID: PMC9353680 DOI: 10.2196/37350] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 06/13/2022] [Accepted: 06/13/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND HIV mobile health (mHealth) interventions often incorporate interactive peer-to-peer features. The user-generated content (UGC) created by these features can offer valuable design insights by revealing what topics and life events are most salient for participants, which can serve as targets for subsequent interventions. However, unstructured, textual UGC can be difficult to analyze. Interpretive thematic analyses can preserve rich narratives and latent themes but are labor-intensive and therefore scale poorly. Natural language processing (NLP) methods scale more readily but often produce only coarse descriptive results. Recent calls to advance the field have emphasized the untapped potential of combined NLP and qualitative analyses toward advancing user attunement in next-generation mHealth. OBJECTIVE In this proof-of-concept analysis, we gain human-centered design insights by applying hybrid consecutive NLP-qualitative methods to UGC from an HIV mHealth forum. METHODS UGC was extracted from Thrive With Me, a web app intervention for men living with HIV that includes an unstructured peer-to-peer support forum. In Python, topics were modeled by latent Dirichlet allocation. Rule-based sentiment analysis scored interactions by emotional valence. Using a novel ranking standard, the experientially richest and most emotionally polarized segments of UGC were condensed and then analyzed thematically in Dedoose. Design insights were then distilled from these themes. RESULTS The refined topic model detected K=3 topics: A: disease coping; B: social adversities; C: salutations and check-ins. Strong intratopic themes included HIV medication adherence, survivorship, and relationship challenges. Negative UGC often involved strong negative reactions to external media events. Positive UGC often focused on gratitude for survival, well-being, and fellow users' support. CONCLUSIONS With routinization, hybrid NLP-qualitative methods may be viable to rapidly characterize UGC in mHealth environments. Design principles point toward opportunities to align mHealth intervention features with the organically occurring uses captured in these analyses, for example, by foregrounding inspiring personal narratives and expressions of gratitude, or de-emphasizing anger-inducing media.
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Affiliation(s)
- Simone J Skeen
- Department of Social, Behavioral, and Population Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, United States.,Department of Psychology, Hunter College, City University of New York, New York, NY, United States
| | - Stephen Scott Jones
- Department of Psychology, Hunter College, City University of New York, New York, NY, United States
| | - Carolyn Marie Cruse
- Department of Psychology, Hunter College, City University of New York, New York, NY, United States
| | - Keith J Horvath
- Department of Psychology, San Diego State University, San Diego, CA, United States
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11
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Meyers-Pantele SA, Lammert S, Rendina HJ, Shalhav O, Talan AJ, Smith LR, Pitpitan EV, Horvath KJ. Examining HIV Stigma, Depression, Stress, and Recent Stimulant Use in a Sample of Sexual Minority Men Living with HIV: An Application of the Stigma and Substance Use Process Model. AIDS Behav 2022; 26:138-148. [PMID: 34741690 PMCID: PMC8900724 DOI: 10.1007/s10461-021-03517-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/24/2021] [Indexed: 01/03/2023]
Abstract
Sexual minority men (SMM) with HIV are disproportionately impacted by stigma and mental health disorders. Guided by the Stigma and Substance Use Process Model, we evaluated how HIV stigma impacts mental health outcomes among SMM with HIV. Data were drawn from Thrive With Me, an RCT of an mHealth intervention targeting ART adherence among SMM with HIV. Path analyses tested the relationships between HIV stigma, depression, stress, and recent stimulant use. Overall, 49.1% (194/401) had depression symptoms, 68.8% (276/401) had moderate-to-high stress, and 28.1% (111/401) had detectable stimulant use in urine samples at baseline. In path analyses, baseline internalized HIV stigma was associated with depression and stress 5-months post-baseline and enacted stigma was associated with recent stimulant use 11-months post-baseline. We identified internalized and enacted HIV stigma, but not anticipated stigma, as potentially important intervention targets for stimulant use, depression, and stress among SMM with HIV.
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Affiliation(s)
- S A Meyers-Pantele
- Department of Psychology, San Diego State University, San Diego, CA, USA.
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, CA, USA.
| | - S Lammert
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA
| | - H J Rendina
- Department of Epidemiology, Milken Institute School of Public Health, George Washington University, Washington, DC, USA
- Whitman-Walker Institute, Washington, DC, USA
| | - O Shalhav
- Whitman-Walker Institute, Washington, DC, USA
| | - A J Talan
- Whitman-Walker Institute, Washington, DC, USA
| | - L R Smith
- Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, CA, USA
| | - E V Pitpitan
- School of Social Work, San Diego State University, San Diego, CA, USA
| | - K J Horvath
- Department of Psychology, San Diego State University, San Diego, CA, USA
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12
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Xavier Hall CD, Morgan E, Bundy C, Foran JE, Janulis P, Newcomb ME, Mustanski B. Substance Use Predicts Sustained Viral Suppression in a Community Cohort of Sexual and Gender Minority Youth Living with HIV. AIDS Behav 2021; 25:3303-3315. [PMID: 33582890 DOI: 10.1007/s10461-021-03179-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/25/2021] [Indexed: 12/23/2022]
Abstract
Retention in care and sustained viral suppression are integral outcomes in the care continuum for people living with HIV (PLWH) and HIV prevention; however, less is known about how substance use predicts sustained viral suppression over time. This study seeks to examine the predictive effects of substance use on sustained viral suppression in a sample of cisgender sexual minority men and gender minority PLWH (n = 163) drawn from a longitudinal sample in the Chicago area collected 2015-2019. Using data from 3 visits separated by 6 months, participants were coded persistently detectable, inconsistently virally suppressed, and consistently virally suppressed (< 40 copies/mL at all visits). Multinomial logistic regressions were utilized. About 40% of participants had sustained viral suppression. In multinomial logistic regressions, CUDIT-R predicted persistent detectable status and stimulant use was associated with inconsistent viral suppression. Substance use may create challenges in achieving sustained viral suppression, which has important implications for care and prevention.
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Affiliation(s)
- Casey D Xavier Hall
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA
| | - Ethan Morgan
- Infectious Disease Institute, College of Nursing, Ohio State University, Columbus, OH, USA
| | - Camille Bundy
- Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA
| | - James E Foran
- Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA
| | - Patrick Janulis
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA
| | - Michael E Newcomb
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA
| | - Brian Mustanski
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
- Institute for Sexual and Gender Minority Health and Wellbeing, Northwestern University, Chicago, IL, USA.
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13
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Meyers-Pantele SA, Rendina HJ, Talan AJ, Shalhav O, Lammert S, Horvath KJ. Characterizing substance use typologies and their association with HIV viral load outcomes: A latent class analysis among sexual minority men living with HIV. Drug Alcohol Depend 2021; 227:108928. [PMID: 34333279 PMCID: PMC8900681 DOI: 10.1016/j.drugalcdep.2021.108928] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 07/07/2021] [Accepted: 07/09/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Racially diverse sexual minority men (SMM) are disproportionately impacted by the U.S. HIV epidemic. Substance use, particularly stimulant use, may impact viral suppression for SMM living with HIV. The current study sought to characterize patterns of substance use via latent class analysis (LCA) and test associations between those patterns and future viral load outcomes, among SMM living with HIV. METHODS Data were drawn from Thrive With Me (TWM), an RCT of an mHealth intervention targeting ART adherence among SMM living with HIV. LCA was performed with six dichotomous indicators of substance use, derived from validated measures and urinalysis results, to determine substance use classes at baseline. Bivariate and multivariable logistic regression models tested associations between baseline substance use classes and HIV viral load 5-months post-baseline. RESULTS Among 383 SMM living with HIV, we identified a three-class model of substance use fit best: low probability substance use (81.3 %), high probability hazardous alcohol, marijuana, and cocaine use (7.5 %), and high probability methamphetamine and amphetamine use (11.2 %). Additionally, the high probability amphetamine use class was less likely to be virally suppressed at 5-month follow-up compared to the low probability substance use class [Adjusted Odds Ratio = 3.34, 95 % Confidence Interval = 1.39-7.99, p = .0069]. CONCLUSION We identified that some patterns of substance use (i.e., methamphetamine and amphetamine use), but possibly not others (e.g., alcohol, marijuana, and cocaine use), are potentially important intervention targets for improving HIV-related outcomes among racially diverse SMM living with HIV.
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Affiliation(s)
- S A Meyers-Pantele
- Department of Psychology, San Diego State University, San Diego, CA, United States.
| | - H J Rendina
- PRIDE Health Research Consortium, Department of Psychology, Hunter College City University of New York, New York, NY, United States
| | - A J Talan
- PRIDE Health Research Consortium, Department of Psychology, Hunter College City University of New York, New York, NY, United States
| | - O Shalhav
- PRIDE Health Research Consortium, Department of Psychology, Hunter College City University of New York, New York, NY, United States
| | - S Lammert
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, United States
| | - K J Horvath
- Department of Psychology, San Diego State University, San Diego, CA, United States
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14
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Nelson KM, Perry NS, Horvath KJ, Smith LR. A systematic review of mHealth interventions for HIV prevention and treatment among gay, bisexual, and other men who have sex with men. Transl Behav Med 2021; 10:1211-1220. [PMID: 33044531 DOI: 10.1093/tbm/ibaa007] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The use of mobile health (mHealth) technologies addressing HIV disparities among gay, bisexual, and other men who have sex with men (GBMSM) has increased. A systematic review of mHealth interventions for HIV prevention and treatment among GBMSM was conducted to summarize the current evidence and provide recommendations for future research. PRISMA guidelines were followed (PROSPERO ID: 148452). Studies identified via PubMed, PsychInfo, or Embase were included that (i) were in English, (ii) were published in a peer-reviewed journal prior to July 1, 2019, (iii) presented primary results, (iv) included only GBMSM, and (v) reported the results of an mHealth intervention (e.g., text message, phone/mobile application [app]) to improve HIV prevention or treatment outcomes. Of 1,636 identified abstracts, 16 published studies met inclusion criteria. Eleven studies were conducted in the United States. One study was a fully powered randomized controlled trial (RCT), seven were single-arm pilots with pre-post assessments, four were pilot RCTs, and four tested public health campaigns with post-assessments. Seven developed study-specific apps, five used text messaging, and four used existing social networking apps. Most (81%) targeted prevention outcomes. Nine cited a specific behavioral theory. All studies found that a mHealth approach was feasible and acceptable. All interventions provided evidence of preliminary efficacy or promising trends on primary outcomes. Although mHealth interventions for HIV prevention and treatment appear feasible and acceptable, most published studies are small pilot trials. Additional research assessing the efficacy and mechanisms of mHealth interventions is needed.
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Affiliation(s)
- Kimberly M Nelson
- Department of Community Health Sciences, Boston University School of Public Health, Boston, MA, USA
| | - Nicholas S Perry
- Centers for Behavioral and Preventative Medicine, The Miriam Hospital, Providence, RI, USA.,Department of Psychiatry and Human Behavior, Brown University, Providence, RI, USA
| | - Keith J Horvath
- Department of Psychology, San Diego State University, San Diego, CA, USA
| | - Laramie R Smith
- Division of Infectious Diseases and Global Public Health, UC San Diego School of Medicine, La Jolla, CA, USA
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15
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Jackman KMP, Kane J, Kharrazi H, Johnson RM, Latkin C. Using the Patient Portal Sexual Health Instrument in Surveys and Patient Questionnaires Among Sexual Minority Men in the United States: Cross-sectional Psychometric Validation Study. J Med Internet Res 2021; 23:e18750. [PMID: 33565987 PMCID: PMC7935249 DOI: 10.2196/18750] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 07/24/2020] [Accepted: 10/26/2020] [Indexed: 01/01/2023] Open
Abstract
Background Patient portal modules, including electronic personal health records, health education, and prescription refill ordering, may be leveraged to address the sexually transmitted infection (STI) burden, including HIV, among gay, bisexual, and other sexual minority men (SMM). Theoretical frameworks in the implementation sciences highlight examining constructs of innovation attributes and performance expectations as key determinants of behavioral intentions and the use of new web-based health technologies. However, behavioral intentions to use patient portals for HIV and other STI prevention and care among SMM is understudied. Objective The aim of this study is to develop a brief instrument for measuring attitudes focused on using patient portals for STI prevention and care among a nationwide sample of SMM. Methods A total of 12 items of the American Men’s Internet Survey-Patient Portal Sexual Health Instrument (AMIS-PPSHI) were adapted from a previous study. Psychometric analyses of the AMIS-PPSHI items were conducted among a randomized subset of 2018 AMIS participants reporting web-based access to their health records (N=1375). Parallel analysis and inspection of eigenvalues in a principal component analysis (PCA) informed factor retention in exploratory factor analysis (EFA). After EFA, Cronbach α was used to examine the internal consistency of the scale and its subscales. Confirmatory factor analysis (CFA) was used to assess the goodness of fit of the final factor structure. We calculated the total AMIS-PPSHI scale scores for comparisons within group categories, including age, STI diagnosis history, recency of testing, serious mental illness, and anticipated health care stigma. Results The AMIS-PPSHI scale resulting from EFA consisted of 12 items and had good internal consistency (α=.84). The EFA suggested 3 subscales: sexual health engagement and awareness (α=.87), enhancing dyadic communication (α=.87), and managing sexual health care (α=.79). CFA demonstrated good fit in the 3-factor PPSHI structure: root mean square error of approximation=0.061, comparative fit index=0.964, Tucker-Lewis index=0.953, and standardized root mean square residual=0.041. The most notable differences were lower scores on the enhanced dyadic communication subscale among people living with HIV. Conclusions PPSHI is a brief instrument with strong psychometric properties that may be adapted for use in large surveys and patient questionnaires in other settings. Scores demonstrate that patient portals are favorable web-based solutions to deliver health services focused on STI prevention and care among SMM in the United States. More attention is needed to address the privacy implications of interpersonal use of patient portals outside of traditional health settings among persons with HIV.
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Affiliation(s)
- Kevon-Mark P Jackman
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Jeremy Kane
- Department of Epidemiology, Columbia University Mailman School of Public Health, NY, NY, United States
| | - Hadi Kharrazi
- Department of Health Policy and Management, Center for Population Health IT, Johns Hopkins Bloomberg School of Public Health, Batimore, MD, United States
| | - Renee M Johnson
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Carl Latkin
- Department of Health, Behavior, and Society, Johns Hopkins Blooomberg School of Public Health, Baltimore, MD, United States
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16
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Zammarchi G, Del Zompo M, Squassina A, Pisanu C. Increasing engagement in pharmacology and pharmacogenetics education using games and online resources: The PharmacoloGenius mobile app. Drug Dev Res 2020; 81:985-993. [PMID: 32633017 DOI: 10.1002/ddr.21714] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 06/15/2020] [Accepted: 06/16/2020] [Indexed: 12/31/2022]
Abstract
Mobile applications represent useful instruments to convey information and engage the users even during traveling, thanks to the wide diffusion of smartphones, tablets, smartwatches, and similar devices. As such, they have high potential as learning tools that can act complementary to traditional teaching approaches. In the field of pharmacology, mobile applications are increasingly being used to improve adherence of patients or to help them report suspect adverse drug reactions. However, they have been scarcely applied to pharmacology education. In this article, we present PharmacoloGenius, a free Android mobile application integrating resources useful for students as well as healthcare professionals or researchers to expand knowledge on pharmacological topics. We gave particular emphasis to pharmacogenetics, as it is a fundamental tool to achieve personalized treatment. The application offers original games such as pharmacological trivia based on textbooks or special "journal club" trivia based on research articles conveying the state of the art on specific topics. Additionally, the app offers a curated list of online resources to study pharmacology and pharmacogenetics (e.g., free online courses, videos, and databases) as well as updated news on conferences, grants, and opportunities for pharmacologists. In conclusion, PharmacoloGenius aims to be a useful instrument for people interested in expanding their knowledge on pharmacology in an engaging way.
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Affiliation(s)
- Gianpaolo Zammarchi
- Department of Economics and Business Science, University of Cagliari, Cagliari, Italy
| | - Maria Del Zompo
- Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy
| | - Alessio Squassina
- Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy
| | - Claudia Pisanu
- Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy
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17
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Quinn KG, Voisin DR. ART Adherence Among Men Who Have Sex with Men Living with HIV: Key Challenges and Opportunities. Curr HIV/AIDS Rep 2020; 17:290-300. [PMID: 32557117 DOI: 10.1007/s11904-020-00510-5] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
PURPOSE OF REVIEW In the USA, gay, bisexual, and other men who have sex with men (MSM) are disproportionately affected by HIV. High levels of adherence to antiretroviral therapy (ART) can dramatically improve outcomes for persons living with HIV and reduce the risk of HIV transmission to others. Yet, there are numerous individual, social, and structural barriers to optimal ART adherence. Many of these factors disproportionately impact Black MSM and may contribute to their poorer rates of ART adherence. This review synthesizes the key challenges and intervention opportunities to improve ART adherence among MSM in the USA. RECENT FINDINGS Key challenges to ART adherence include stigma, violence, depression, and substance use. Black MSM are significantly disadvantaged by several of these factors. There are several promising interventions to improve ART adherence among MSM, and there remains an opportunity to culturally tailor these to the needs of Black MSM populations to enhance adherence. Despite high rates of HIV among MSM, there continues to be a paucity of research on the various contributors to poor ART adherence among this population. Similarly, few interventions have been tested that lead to increased and sustained ART adherence among Black MSM.
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Affiliation(s)
- Katherine G Quinn
- Center for AIDS Intervention Research (CAIR), Department of Psychiatry and Behavioral Medicine, Medical College of Wisconsin, 2071 N. Summit, Milwaukee, WI, 53202, USA.
| | - Dexter R Voisin
- Factor-Intwentash School of Social Work, University of Toronto, Toronto, Canada
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18
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Carrico AW, Horvath KJ, Grov C, Moskowitz JT, Pahwa S, Pallikkuth S, Hirshfield S. Double Jeopardy: Methamphetamine Use and HIV as Risk Factors for COVID-19. AIDS Behav 2020; 24:3020-3023. [PMID: 32266501 PMCID: PMC7137401 DOI: 10.1007/s10461-020-02854-w] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Adam W Carrico
- University of Miami School of Medicine, Miami, FL, USA.
- University of Miami Department of Public Health Sciences, 1120 NW 14th St., Office 1005, Miami, FL, 33136, USA.
| | - Keith J Horvath
- San Diego State University Department of Psychology, San Diego, CA, USA
| | - Christian Grov
- City University of New York Graduate School of Public Health, New York, NY, USA
| | | | - Savita Pahwa
- University of Miami School of Medicine, Miami, FL, USA
| | | | - Sabina Hirshfield
- State University of New York - Downstate Health Sciences University, New York, NY, USA
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19
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Lee SB, Valerius J. mHealth Interventions to Promote Anti-Retroviral Adherence in HIV: Narrative Review. JMIR Mhealth Uhealth 2020; 8:e14739. [PMID: 32568720 PMCID: PMC7486676 DOI: 10.2196/14739] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 02/24/2020] [Accepted: 06/15/2020] [Indexed: 01/19/2023] Open
Abstract
Background Antiretrovirals (ARVs) are key in the management of HIV. Although no cure exists, ARVs help patients live healthy lives and prevent transmission to others. Adherence to complex regimens is paramount to outcomes and in avoiding the emergence of drug-resistant viruses. The goal of therapy is to reach an undetectable viral load. However, adherence is a common problem, stemming from issues such as mental health, chaotic home situations, and busy work schedules. Mobile health (mHealth) represents a new approach in improving medication adherence, and multiple studies have been performed in this area. Objective This study aims to review the current implementation of mHealth in the management of HIV among different groups of patients. Methods We used PubMed, Academic Search Elite, and 1 journal database with various search terms to review the current implementation of mHealth in HIV care. Results Titles and abstracts were screened, and 61 papers were identified and fully reviewed. The literature was divided into lower- and higher-income nations, as defined by the United Nations. A total of 20 studies with quantitative results were identified, with 10 being text- and SMS-based interventions (the majority of these being in lower-income countries) and 8 being smartphone-based apps (primarily in higher-income countries). The majority of these studies determined whether there was an effect on adherence or biochemical parameters (viral load and CD4 count). Various qualitative studies have also been conducted, and many have focused on determining the specific design of interventions that were successful (frequency of messaging, types of messages, etc) as well as priorities for patients with regard to mHealth interventions. Conclusions There seems to be a role of mHealth in the management of HIV in lower-income nations; however, the optimal design of an intervention needs to be delineated. In higher-income countries, where the 2 significant risk factors were injection drugs and men who have sex with men, the benefit was less clear, and more research is needed.
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Affiliation(s)
- Stephen B Lee
- Department of Medicine, Division of Infectious Diseases, University of Saskatchewan College of Medicine, Regina, SK, Canada.,Department of Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland, OR, United States
| | - Joanne Valerius
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health and Science University, Portland, OR, United States
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20
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Fletcher JB, Clark KA, Reback CJ. Depression and HIV Transmission Risk among Methamphetamine-Using Men who have Sex with Men. ADDICTION RESEARCH & THEORY 2020; 29:263-270. [PMID: 34248451 PMCID: PMC8262401 DOI: 10.1080/16066359.2020.1807960] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 07/06/2020] [Accepted: 07/07/2020] [Indexed: 06/13/2023]
Abstract
BACKGROUND Methamphetamine use is associated with disproportionate risk of HIV infection and increased risk of depression among sexual minority men. The purpose of the study was to estimate the association between clinical depression diagnoses and sexual risk-taking among cisgender men who have sex with men (MSM) who use methamphetamine. METHOD From March 2014 through January 2016, 286 MSM who use methamphetamine but were not seeking treatment for methamphetamine use disorder were enrolled to participate in a technology-based randomized controlled trial to reduce methamphetamine use and HIV sexual risk behaviors; participants were assessed for major depressive episodes (MDE) and persistent depressive disorder (PDD) at baseline. Multivariate clustered zero-inflated negative binomial regression analyses of condomless anal intercourse (n=282; 1,248 visits) estimated the association between this baseline diagnostic result and engagement in sexual risk-taking over time. RESULTS Participants predominantly identified as non-white (80%), averaged 42 years of age, and reported a HIV prevalence rate of 46%. Engagement in sexual risk-taking consistently demonstrated a positive curvilinear relationship with clinical depression severity, such that, for example, participants without clinical depression (59% of the sample; coef.=1.16) and those with MDE (36% of the sample; coef.=1.45) both demonstrated elevated rates of condomless anal sex with anonymous partners relative to participants with PDD (5% of the sample; analytical reference category; both coef. p<0.05). Data also demonstrated a trend (p = 0.053) of reduced sexual risk-taking with main partners among participants diagnosed with MDE (coef.=-0.94). CONCLUSIONS Methamphetamine use among participants in this study inverted the functional form of the relationship between depression and sexual risk among MSM observed in prior studies. Whereas low-grade depression has been associated with increased sexual risk-taking in prior samples of MSM, methamphetamine upends this relationship, such that the greatest engagement in sexual risk-taking occurred among those diagnosed with MDE at baseline. Additional research is warranted to clarify how methamphetamine influences sexual risk-taking among MSM with/without comorbid depression.
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Affiliation(s)
| | - Kirsty A. Clark
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT
| | - Cathy J. Reback
- Friends Research Institute, Inc., Los Angeles, CA
- Department of Family Medicine, Center for HIV Identification, Prevention and Treatment Services, University of California Los Angeles
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21
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Escobar-Viera C, Zhou Z, Morano JP, Lucero R, Lieb S, McIntosh S, Clauson KA, Cook RL. The Florida Mobile Health Adherence Project for People Living With HIV (FL-mAPP): Longitudinal Assessment of Feasibility, Acceptability, and Clinical Outcomes. JMIR Mhealth Uhealth 2020; 8:e14557. [PMID: 31913127 PMCID: PMC6996722 DOI: 10.2196/14557] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 08/11/2019] [Accepted: 09/28/2019] [Indexed: 01/11/2023] Open
Abstract
Background For people living with HIV (PLWH), antiretroviral therapy (ART) adherence is crucial to attain better health outcomes. Although research has leveraged consumer health information technologies to enhance ART adherence, no study has evaluated feasibility and clinical outcomes associated with the usage of a commercially available, regularly updated mobile health (mHealth) app for improving ART adherence among PLWH. Objective This study aimed to assess the feasibility, acceptability, and clinical outcomes of Care4Today, an existing, free, biprogrammatic mHealth app for improving ART adherence among PLWH. Methods The Florida mHealth Application Adherence Project (FL-mAPP) was a 90-day longitudinal pilot study conducted in 3 public HIV clinics in Florida, United States. After obtaining informed consent, 132 participants completed a survey and then were given the option to try an existing mHealth app to help with ART adherence. Of these, 33.3% (44/132) declined, 31.1% (41/132) agreed but never used the app, and 35.6% (47/132) used the app. All were asked to complete follow-up surveys at 30 days and 90 days after enrollment. Usage data were used to assess feasibility. Clinical outcomes of self-reported ART adherence and chart-obtained HIV viral load and CD4+ T-cell counts were compared among those who used the platform (users) versus those who did not (nonusers). Participants and HIV care providers also provided responses to open-ended questions about what they liked and did not like about the app; comments were analyzed using thematic analysis. Results Of 132 participants, 47 (35.6%) and 85 (64.4%) were categorized as users and nonusers, respectively. Among users, a Kaplan-Meier plot showed that 25 persons (53%) continued using the app after the 90-day follow-up. At 30-day follow-up, 13 (81.3%) of those who used the mHealth app reported ≥95% ART adherence, compared with 17 (58.6%) nonusers (P=.12). Overall, 39 (82%) users liked or somewhat liked using the platform. Participants’ favorite features were medication reminders, ability to create custom reminders, and adherence reports. Conclusions This longitudinal study found that a commercially available medication adherence mHealth app was a feasible and acceptable intervention to improve ART adherence among PLWH and engaged in clinical care across 3 public HIV clinics in the state of Florida. Overall, participants liked the Care4Today app and thought the medication reminders were their favorite feature. Generally, self-reports of ART adherence were better among users than nonusers, both at 30- and 90-day follow-ups. Further clinical research needs to address user fatigue for improving app usage.
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Affiliation(s)
- César Escobar-Viera
- Center for Research on Media, Technology, and Health, University of Pittsburgh, Pittsburgh, PA, United States
| | - Zhi Zhou
- College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
| | - Jamie P Morano
- Division of Infectious Disease and International Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, United States
| | - Robert Lucero
- College of Nursing, University of Florida, Gainesville, FL, United States
| | | | | | - Kevin A Clauson
- College of Pharmacy & Health Sciences, Lipscomb University, Nashville, TN, United States
| | - Robert L Cook
- Southern HIV and Alcohol Research Consortium Center for Translational HIV Research, University of Florida, Gainesville, FL, United States
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